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Oral Health-Head and Neck Cancers: Addressing Confounding Through Negative Control and Quantitative Bias Analyses.
P K Elango1, B Nicolau1, N Farsi2
1Faculty of Dental Medicine and Oral Health Sciences, McGill University, Montreal, Quebec, Canada.
Poor oral health, including denture use and tooth loss, is linked to increased head and neck cancer (HNC) risk. Unmeasured confounding did not bias these findings, and bias analysis suggests the true risk may be underestimated.
Area of Science:
- Epidemiology
- Oncology
- Oral Health Research
Background:
- The association between oral health and head and neck cancers (HNC) is biologically plausible but yields conflicting study results.
- Concerns exist regarding mediators, unmeasured risk factors, and biases influencing observed associations.
- Negative control exposure and quantitative bias analysis (QBA) were employed to address confounding and misclassification.
Purpose of the Study:
- To evaluate if unmeasured confounding influences the association between oral health and HNC risk.
- To estimate the extent of bias from non-differential exposure misclassification using QBA.
Main Methods:
- A hospital-based case-control study (HeNCe) in Montreal, Canada, involving 389 HNC cases and 429 controls.
- In-person interviews collected life course exposure data; unconditional logistic regression analyzed associations.
- Sexually transmitted diseases (STD) served as a negative control exposure; QBA assessed misclassification bias.
Main Results:
- Complete denture use (OR=1.33) and >9 missing teeth (OR=1.31) showed increased HNC risk.
- Negative control analysis revealed no significant bias from unmeasured confounders.
- Bias-corrected estimates indicated a stronger association between oral health indicators and HNC risk.
Conclusions:
- Unmeasured confounding did not impact the oral health-HNC risk association.
- QBA-corrected estimates suggest crude associations may underestimate the true magnitude of risk.
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